Problem

Construction companies often lack timely, project-level visibility into costs, billing, work in progress, and profitability. Traditional accounting systems show how the business is performing overall, while construction accounting must show how each individual job is performing in real time; without that visibility, contractors can miss overbilling, underbilling, cost overruns, and margin erosion. The pain is especially acute as project volume grows, because keeping job costing, budgets, draws, payments, and compliance current typically requires additional accounting labor. Adaptive is aimed at this operational gap in the roughly $2 trillion construction industry, with the core use case being the continuous reconciliation of financial records with what is happening in the field.

Product / Service

Adaptive is an AI-native project accounting platform for construction. Its agents connect field updates with financial systems and automate workflows including job costing, accounts payable, billing, WIP reporting, forecasting, change orders, expenses, and compliance. In effect, the product acts like an always-on project accountant: it captures financial data, tracks field activity, and keeps project financials current so teams can move faster without adding accounting overhead.

The platform is designed for mid-market general contractors, specialty trades, developers, and the accounting firms that support them. It can connect construction financial workflows without requiring an ERP migration, giving customers a way to automate AP, maintain real-time budgets, manage draws, and identify project issues earlier while continuing to use their existing systems.

Market

Adaptive competes in construction accounting, project financial management, and financial-automation software. Its positioning is differentiated by combining construction-specific workflows with AI agents rather than offering only a conventional accounting or ERP system. The company’s own market guide identifies Sage Intacct Construction, Foundation Software, and CMiC as comparable construction ERP or accounting options, while Adaptive emphasizes real-time project visibility and automation across the field-to-finance workflow.

The company is not pre-revenue in the sense of being merely an announced product: Adaptive reported that, after launching in February 2023, it was working with more than 300 construction firms. It also announced $6.5 million in initial funding in January 2023 and a $19 million Series A in 2024. Public evidence reviewed here does not provide revenue, ARR, or customer-retention figures, so the clearest disclosed traction indicators are customer adoption and financing rather than financial performance.